Do I need prior machine learning experience to enrol?
It depends on the course. Python Foundations requires comfort with loops, functions and dictionaries — no ML background needed. The RAG workshop requires comfortable Python and command-line use. The Applied Deep Learning Track requires solid Python, command-line comfort, and either the Foundations course or equivalent experience. Each course page includes a self-check so you can assess honestly before enquiring.
Are sessions recorded if I miss one?
Yes. All live sessions are recorded and made available the same evening. Recordings are available for the duration of your enrolment period. The expectation is still that you attend live when possible — questions asked during a session benefit the whole cohort.
How many people are in each cohort?
The RAG workshop is capped at 20 participants. Python Foundations and the Applied Deep Learning Track run in small cohorts — typically 12 to 18 people. When a cohort fills, we open a waitlist for the next scheduled intake.
What software and equipment do I need?
A laptop running macOS, Linux or Windows (with WSL2 for Windows users), Python 3.10 or later, and a reliable internet connection. For the deep learning track, access to a cloud GPU is recommended for some project work — we provide specific guidance on options at course start. No special hardware is required for Python Foundations or the RAG workshop.
What is the payment process and can I pay in instalments?
Payment is in Malaysian Ringgit (RM). We accept bank transfer and major debit/credit cards. For the Applied Deep Learning Track (RM 4,700), instalment arrangements may be available — please mention this in your enquiry and we will follow up with the current options.
Will I receive a certificate upon completion?
We issue a completion document for each course. The courses are not regulated programmes and the documents are not academic qualifications. What you take from the courses is the work itself — notebooks, repositories, reviewed projects — which is more useful to show than a printed document.
When do the next cohorts start?
Cohort dates change each intake. Send us an enquiry with the course you are interested in and we will reply with current availability. The RAG workshop runs roughly once per month on a Saturday; the longer courses run two to three times per year.
Is this suitable for people outside Malaysia?
All sessions are online and teaching is in English, so people in other time zones are welcome to enquire. The live session schedule is set to Malaysia Time (MYT, UTC+8). Recordings are available if the timing does not work consistently.